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Mining travel patterns from geotagged photos
Recently, the phenomenal advent of photo-sharing services, such as Flickr and Panoramio,
have led to volumous community-contributed photos with text tags, timestamps, and …
have led to volumous community-contributed photos with text tags, timestamps, and …
Mining, indexing, and querying historical spatiotemporal data
In many applications that track and analyze spatiotemporal data, movements obey periodic
patterns; the objects follow the same routes (approximately) over regular time intervals. For …
patterns; the objects follow the same routes (approximately) over regular time intervals. For …
Protecting moving trajectories with dummies
Dummy-based anonymization techniques for protecting location privacy of mobile users
have been proposed in the literature. By generating dummies that move in humanlike …
have been proposed in the literature. By generating dummies that move in humanlike …
Discovery of periodic patterns in spatiotemporal sequences
In many applications that track and analyze spatiotemporal data, movements obey periodic
patterns; the objects follow the same routes (approximately) over regular time intervals. For …
patterns; the objects follow the same routes (approximately) over regular time intervals. For …
Mining cluster-based temporal mobile sequential patterns in location-based service environments
Researches on Location-Based Service (LBS) have been emerging in recent years due to a
wide range of potential applications. One of the active topics is the mining and prediction of …
wide range of potential applications. One of the active topics is the mining and prediction of …
Optimizing index allocation for sequential data broadcasting in wireless mobile computing
Energy saving is one of the most important issues in wireless mobile computing. Among
others, one viable approach to achieving energy saving is to use an indexed data …
others, one viable approach to achieving energy saving is to use an indexed data …
[PDF][PDF] Complex spatio-temporal pattern queries
This paper introduces a novel type of query, what we name Spatio-temporal Pattern Queries
(STP). Such a query specifies a spatio-temporal pattern as a sequence of distinct spatial …
(STP). Such a query specifies a spatio-temporal pattern as a sequence of distinct spatial …
Mining trajectory patterns using hidden Markov models
Many studies of spatiotemporal pattern discovery partition data space into disjoint cells for
effective processing. However, the discovery accuracy of the space-partitioning schemes …
effective processing. However, the discovery accuracy of the space-partitioning schemes …
Dummy-based schemes for protecting movement trajectories
Dummy-based anonymization techniques for protecting the location privacy of mobile users
have appeared in the literature. By generating dummies that move in human-like …
have appeared in the literature. By generating dummies that move in human-like …
Mining mobile sequential patterns in a mobile commerce environment
In this paper, we explore a new data mining capability for a mobile commerce environment.
To better reflect the customer usage patterns in the mobile commerce environment, we …
To better reflect the customer usage patterns in the mobile commerce environment, we …